The Readiness Gap Insight: The One Question That Closes the Ownership Gap Before It Becomes a Headline
Author: IMB Editorial Team
IMB Journal – International Marketing Board
Volume 1 | Issue 8
August 2026

The One Question That Closes the Ownership Gap Before It Becomes a Headline

Most organizations don’t lack an AI policy. As the industry’s own research shows, a large majority now have one. What they lack is a habit of applying that policy down to the level where the actual risk lives: the individual product description, the routine email, the small piece of copy nobody thought to categorize as an AI initiative in the first place.

There’s a simple question worth attaching to every piece of customer-facing content before it publishes, regardless of how it was produced: if a customer assumed this was written by a machine, would that assumption embarrass us? The question works regardless of whether AI was actually involved. Some copy will fail this test because AI genuinely wrote it and nobody caught the telltale flatness. Other copy will fail it because a human wrote something that happened to sound generic enough to be mistaken for AI output, which, as the Nike incident showed, can generate the identical public reaction either way.

Answering this question at scale requires something most organizations still don’t have: a named owner for review, not for the AI strategy in the abstract, but for the specific stream of content where a lapse is most likely to reach a customer first. Large initiatives, flagship campaigns, major platform integrations, tend to get this scrutiny automatically because executives are already paying attention to them. The everyday, high-volume content that a brand produces without a second thought is exactly where ownership tends to quietly disappear, because nobody remembers to ask who is supposed to be checking it.

Closing the readiness gap doesn’t start with a bigger AI budget or a more advanced model. It starts with naming, in writing, who is responsible for catching the small failure before a customer does, for every category of content a brand produces, not only the ones important enough to have a steering committee already watching them.

This concludes our three-part series on the AI readiness gap in marketing. Read Part 1, “Why 85 Percent of Marketing Organizations Don’t Actually Have an AI Strategy,” and Part 2, the Nike case study, in this issue.